{"id":"W6894163689","doi":"10.5281/zenodo.8188540","title":"Gut microbiota to treat depression: A ray of hope","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Quest University Canada","funders":"","keywords":"Gut flora; Gut bacteria; Dysbiosis; Immune system; Gut microbiome; Bacteria","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00286368,0.0008119374,0.002026504,0.001037135,0.0006872087,0.003017223,0.0008651554,0.003553183,0.01538723],"category_scores_gemma":[0.004086102,0.0002165998,0.0009982283,0.0007778543,0.002084923,0.003415894,0.00180874,0.008433325,0.005436237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005920161,"about_ca_system_score_gemma":0.001112513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006652114,"about_ca_topic_score_gemma":0.001512713,"domain_scores_codex":[0.999341,0.0002975703,0.0000564099,0.00007811591,0.00014599,0.00008092769],"domain_scores_gemma":[0.9959875,0.00233751,0.0002093665,0.0003481128,0.0007111164,0.0004064843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.002744958,0.0004189151,0.0005641922,0.005503932,0.0005371784,0.0004896498,0.0002462164,0.0004091042,0.003739355,0.03063188,0.2986376,0.6560771],"study_design_scores_gemma":[0.0005810281,0.001360702,0.001595244,0.006232862,0.0004422531,0.0007475544,0.000543369,0.0002864634,0.001405348,0.0410988,0.9456078,0.00009855718],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001012522,0.8063823,0.001297876,0.1691155,0.01419015,0.00004030667,0.0002706088,0.0001116694,0.007579093],"genre_scores_gemma":[0.01542051,0.8681237,0.002977409,0.06978087,0.0246268,0.0001217104,0.000291308,0.00009137071,0.01856633],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01538723,"threshold_uncertainty_score":0.05147547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02385238293127759,"score_gpt":0.2661112635730742,"score_spread":0.2422588806417967,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}